Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 10324 |
| Missing cells | 12317 |
| Missing cells (%) | 3.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.1 MiB |
| Average record size in memory | 214.0 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 5 |
| DateTime | 1 |
| Text | 3 |
| Boolean | 5 |
brand is highly imbalanced (62.3%) | Imbalance |
shipment_mode_Air Charter is highly imbalanced (66.1%) | Imbalance |
shipment_mode_Ocean is highly imbalanced (77.7%) | Imbalance |
shipment_mode_missing is highly imbalanced (78.2%) | Imbalance |
weight_kilograms has 3952 (38.3%) missing values | Missing |
freight_cost_usd has 4126 (40.0%) missing values | Missing |
line_item_insurance_usd has 287 (2.8%) missing values | Missing |
weight_category has 3952 (38.3%) missing values | Missing |
unit_price is highly skewed (γ1 = 40.58484939) | Skewed |
weight_kilograms is highly skewed (γ1 = 42.50590318) | Skewed |
id has unique values | Unique |
Reproduction
| Analysis started | 2024-08-28 14:56:53.023477 |
|---|---|
| Analysis finished | 2024-08-28 14:58:43.309954 |
| Duration | 1 minute and 50.29 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
id
Real number (ℝ)
UNIQUE 
| Distinct | 10324 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51098.968 |
| Minimum | 1 |
|---|---|
| Maximum | 86823 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5151.2 |
| Q1 | 12795.75 |
| median | 57540.5 |
| Q3 | 83648.25 |
| 95-th percentile | 86167.85 |
| Maximum | 86823 |
| Range | 86822 |
| Interquartile range (IQR) | 70852.5 |
Descriptive statistics
| Standard deviation | 31944.332 |
|---|---|
| Coefficient of variation (CV) | 0.62514633 |
| Kurtosis | -1.6398372 |
| Mean | 51098.968 |
| Median Absolute Deviation (MAD) | 27404 |
| Skewness | -0.23036671 |
| Sum | 5.2754575 × 108 |
| Variance | 1.0204404 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 82565 | 1 | < 0.1% |
| 82594 | 1 | < 0.1% |
| 82595 | 1 | < 0.1% |
| 82596 | 1 | < 0.1% |
| 82597 | 1 | < 0.1% |
| 82599 | 1 | < 0.1% |
| 82600 | 1 | < 0.1% |
| 82601 | 1 | < 0.1% |
| 82602 | 1 | < 0.1% |
| Other values (10314) | 10314 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 23 | 1 | |
| 44 | 1 | |
| 45 | 1 | |
| 46 | 1 | |
| 47 | 1 |
| Value | Count | Frequency (%) |
| 86823 | 1 | |
| 86822 | 1 | |
| 86821 | 1 | |
| 86819 | 1 | |
| 86818 | 1 | |
| 86817 | 1 | |
| 86816 | 1 | |
| 86815 | 1 | |
| 86814 | 1 | |
| 86813 | 1 |
country
Categorical
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.8 KiB |
| South Africa | |
|---|---|
| Nigeria | |
| Côte d'Ivoire | |
| Uganda | |
| Vietnam | |
| Other values (38) |
Length
| Max length | 18 |
|---|---|
| Median length | 12 |
| Mean length | 8.4762689 |
| Min length | 4 |
Characters and Unicode
| Total characters | 87509 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Côte d'Ivoire |
|---|---|
| 2nd row | Vietnam |
| 3rd row | Côte d'Ivoire |
| 4th row | Vietnam |
| 5th row | Vietnam |
Common Values
| Value | Count | Frequency (%) |
| South Africa | 1406 | |
| Nigeria | 1194 | |
| Côte d'Ivoire | 1083 | |
| Uganda | 779 | 7.5% |
| Vietnam | 688 | 6.7% |
| Zambia | 683 | 6.6% |
| Haiti | 655 | 6.3% |
| Mozambique | 631 | 6.1% |
| Zimbabwe | 538 | 5.2% |
| Tanzania | 519 | 5.0% |
| Other values (33) | 2148 |
Length
| Value | Count | Frequency (%) |
| south | 1570 | |
| africa | 1406 | 10.5% |
| nigeria | 1194 | 8.9% |
| côte | 1083 | 8.1% |
| d'ivoire | 1083 | 8.1% |
| uganda | 779 | 5.8% |
| vietnam | 688 | 5.1% |
| zambia | 683 | 5.1% |
| haiti | 655 | 4.9% |
| mozambique | 631 | 4.7% |
| Other values (38) | 3596 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 12282 | 14.0% |
| i | 10247 | 11.7% |
| e | 5522 | 6.3% |
| o | 4473 | 5.1% |
| n | 4350 | 5.0% |
| t | 4323 | 4.9% |
| r | 3874 | 4.4% |
| 3044 | 3.5% | |
| u | 2914 | 3.3% |
| m | 2777 | 3.2% |
| Other values (38) | 33703 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 87509 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 12282 | 14.0% |
| i | 10247 | 11.7% |
| e | 5522 | 6.3% |
| o | 4473 | 5.1% |
| n | 4350 | 5.0% |
| t | 4323 | 4.9% |
| r | 3874 | 4.4% |
| 3044 | 3.5% | |
| u | 2914 | 3.3% |
| m | 2777 | 3.2% |
| Other values (38) | 33703 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 87509 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 12282 | 14.0% |
| i | 10247 | 11.7% |
| e | 5522 | 6.3% |
| o | 4473 | 5.1% |
| n | 4350 | 5.0% |
| t | 4323 | 4.9% |
| r | 3874 | 4.4% |
| 3044 | 3.5% | |
| u | 2914 | 3.3% |
| m | 2777 | 3.2% |
| Other values (38) | 33703 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 87509 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 12282 | 14.0% |
| i | 10247 | 11.7% |
| e | 5522 | 6.3% |
| o | 4473 | 5.1% |
| n | 4350 | 5.0% |
| t | 4323 | 4.9% |
| r | 3874 | 4.4% |
| 3044 | 3.5% | |
| u | 2914 | 3.3% |
| m | 2777 | 3.2% |
| Other values (38) | 33703 |
shipment_mode
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.8 KiB |
| Air | |
|---|---|
| Truck | |
| Air Charter | |
| Ocean | 371 |
| missing | 360 |
Length
| Max length | 11 |
|---|---|
| Median length | 3 |
| Mean length | 4.2632701 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44014 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Air |
|---|---|
| 2nd row | Air |
| 3rd row | Air |
| 4th row | Air |
| 5th row | Air |
Common Values
| Value | Count | Frequency (%) |
| Air | 6113 | |
| Truck | 2830 | |
| Air Charter | 650 | 6.3% |
| Ocean | 371 | 3.6% |
| missing | 360 | 3.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| air | 6763 | |
| truck | 2830 | |
| charter | 650 | 5.9% |
| ocean | 371 | 3.4% |
| missing | 360 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 10893 | |
| i | 7483 | |
| A | 6763 | |
| c | 3201 | 7.3% |
| T | 2830 | 6.4% |
| u | 2830 | 6.4% |
| k | 2830 | 6.4% |
| e | 1021 | 2.3% |
| a | 1021 | 2.3% |
| n | 731 | 1.7% |
| Other values (8) | 4411 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 44014 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 10893 | |
| i | 7483 | |
| A | 6763 | |
| c | 3201 | 7.3% |
| T | 2830 | 6.4% |
| u | 2830 | 6.4% |
| k | 2830 | 6.4% |
| e | 1021 | 2.3% |
| a | 1021 | 2.3% |
| n | 731 | 1.7% |
| Other values (8) | 4411 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 44014 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 10893 | |
| i | 7483 | |
| A | 6763 | |
| c | 3201 | 7.3% |
| T | 2830 | 6.4% |
| u | 2830 | 6.4% |
| k | 2830 | 6.4% |
| e | 1021 | 2.3% |
| a | 1021 | 2.3% |
| n | 731 | 1.7% |
| Other values (8) | 4411 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 44014 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 10893 | |
| i | 7483 | |
| A | 6763 | |
| c | 3201 | 7.3% |
| T | 2830 | 6.4% |
| u | 2830 | 6.4% |
| k | 2830 | 6.4% |
| e | 1021 | 2.3% |
| a | 1021 | 2.3% |
| n | 731 | 1.7% |
| Other values (8) | 4411 |
| Distinct | 2006 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.8 KiB |
| Minimum | 2006-05-02 00:00:00 |
|---|---|
| Maximum | 2015-12-31 00:00:00 |
sub_classification
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.8 KiB |
| Adult | |
|---|---|
| Pediatric | |
| HIV test | |
| HIV test - Ancillary | 161 |
| Malaria | 30 |
Length
| Max length | 20 |
|---|---|
| Median length | 5 |
| Mean length | 6.4494382 |
| Min length | 3 |
Characters and Unicode
| Total characters | 66584 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | HIV test |
|---|---|
| 2nd row | Pediatric |
| 3rd row | HIV test |
| 4th row | Adult |
| 5th row | Adult |
Common Values
| Value | Count | Frequency (%) |
| Adult | 6595 | |
| Pediatric | 1955 | 18.9% |
| HIV test | 1567 | 15.2% |
| HIV test - Ancillary | 161 | 1.6% |
| Malaria | 30 | 0.3% |
| ACT | 16 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| adult | 6595 | |
| pediatric | 1955 | 15.8% |
| hiv | 1728 | 14.0% |
| test | 1728 | 14.0% |
| 161 | 1.3% | |
| ancillary | 161 | 1.3% |
| malaria | 30 | 0.2% |
| act | 16 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 12006 | |
| d | 8550 | |
| l | 6947 | |
| A | 6772 | |
| u | 6595 | |
| i | 4101 | 6.2% |
| e | 3683 | 5.5% |
| a | 2206 | 3.3% |
| r | 2146 | 3.2% |
| c | 2116 | 3.2% |
| Other values (12) | 11462 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 66584 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 12006 | |
| d | 8550 | |
| l | 6947 | |
| A | 6772 | |
| u | 6595 | |
| i | 4101 | 6.2% |
| e | 3683 | 5.5% |
| a | 2206 | 3.3% |
| r | 2146 | 3.2% |
| c | 2116 | 3.2% |
| Other values (12) | 11462 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 66584 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 12006 | |
| d | 8550 | |
| l | 6947 | |
| A | 6772 | |
| u | 6595 | |
| i | 4101 | 6.2% |
| e | 3683 | 5.5% |
| a | 2206 | 3.3% |
| r | 2146 | 3.2% |
| c | 2116 | 3.2% |
| Other values (12) | 11462 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 66584 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 12006 | |
| d | 8550 | |
| l | 6947 | |
| A | 6772 | |
| u | 6595 | |
| i | 4101 | 6.2% |
| e | 3683 | 5.5% |
| a | 2206 | 3.3% |
| r | 2146 | 3.2% |
| c | 2116 | 3.2% |
| Other values (12) | 11462 |
vendor
Text
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.8 KiB |
Length
| Max length | 65 |
|---|---|
| Median length | 13 |
| Mean length | 18.53332 |
| Min length | 7 |
Characters and Unicode
| Total characters | 191338 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | RANBAXY Fine Chemicals LTD. |
|---|---|
| 2nd row | Aurobindo Pharma Limited |
| 3rd row | Abbott GmbH & Co. KG |
| 4th row | SUN PHARMACEUTICAL INDUSTRIES LTD (RANBAXY LABORATORIES LIMITED) |
| 5th row | Aurobindo Pharma Limited |
| Value | Count | Frequency (%) |
| scms | 5404 | |
| rdc | 5404 | |
| from | 5404 | |
| limited | 1288 | 3.9% |
| ltd | 1169 | 3.6% |
| orgenics | 754 | 2.3% |
| s | 717 | 2.2% |
| buys | 715 | 2.2% |
| wholesaler | 715 | 2.2% |
| laboratories | 705 | 2.2% |
| Other values (158) | 10470 |
Most occurring characters
| Value | Count | Frequency (%) |
| 22491 | 11.8% | |
| S | 16965 | 8.9% |
| C | 13420 | 7.0% |
| R | 11481 | 6.0% |
| M | 8653 | 4.5% |
| r | 8112 | 4.2% |
| D | 7485 | 3.9% |
| o | 7434 | 3.9% |
| L | 7380 | 3.9% |
| m | 6798 | 3.6% |
| Other values (44) | 81119 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 191338 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 22491 | 11.8% | |
| S | 16965 | 8.9% |
| C | 13420 | 7.0% |
| R | 11481 | 6.0% |
| M | 8653 | 4.5% |
| r | 8112 | 4.2% |
| D | 7485 | 3.9% |
| o | 7434 | 3.9% |
| L | 7380 | 3.9% |
| m | 6798 | 3.6% |
| Other values (44) | 81119 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 191338 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 22491 | 11.8% | |
| S | 16965 | 8.9% |
| C | 13420 | 7.0% |
| R | 11481 | 6.0% |
| M | 8653 | 4.5% |
| r | 8112 | 4.2% |
| D | 7485 | 3.9% |
| o | 7434 | 3.9% |
| L | 7380 | 3.9% |
| m | 6798 | 3.6% |
| Other values (44) | 81119 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 191338 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 22491 | 11.8% | |
| S | 16965 | 8.9% |
| C | 13420 | 7.0% |
| R | 11481 | 6.0% |
| M | 8653 | 4.5% |
| r | 8112 | 4.2% |
| D | 7485 | 3.9% |
| o | 7434 | 3.9% |
| L | 7380 | 3.9% |
| m | 6798 | 3.6% |
| Other values (44) | 81119 |
item_id
Text
| Distinct | 184 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.8 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 72268 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | SKU0000 |
|---|---|
| 2nd row | SKU0001 |
| 3rd row | SKU0002 |
| 4th row | SKU0003 |
| 5th row | SKU0004 |
| Value | Count | Frequency (%) |
| sku0026 | 755 | 7.3% |
| sku0007 | 623 | 6.0% |
| sku0011 | 597 | 5.8% |
| sku0054 | 580 | 5.6% |
| sku0002 | 577 | 5.6% |
| sku0003 | 378 | 3.7% |
| sku0009 | 369 | 3.6% |
| sku0014 | 317 | 3.1% |
| sku0107 | 301 | 2.9% |
| sku0058 | 287 | 2.8% |
| Other values (174) | 5540 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 21660 | |
| S | 10324 | |
| K | 10324 | |
| U | 10324 | |
| 1 | 5240 | 7.3% |
| 2 | 2804 | 3.9% |
| 4 | 2693 | 3.7% |
| 5 | 1831 | 2.5% |
| 6 | 1749 | 2.4% |
| 3 | 1586 | 2.2% |
| Other values (3) | 3733 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 72268 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 21660 | |
| S | 10324 | |
| K | 10324 | |
| U | 10324 | |
| 1 | 5240 | 7.3% |
| 2 | 2804 | 3.9% |
| 4 | 2693 | 3.7% |
| 5 | 1831 | 2.5% |
| 6 | 1749 | 2.4% |
| 3 | 1586 | 2.2% |
| Other values (3) | 3733 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 72268 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 21660 | |
| S | 10324 | |
| K | 10324 | |
| U | 10324 | |
| 1 | 5240 | 7.3% |
| 2 | 2804 | 3.9% |
| 4 | 2693 | 3.7% |
| 5 | 1831 | 2.5% |
| 6 | 1749 | 2.4% |
| 3 | 1586 | 2.2% |
| Other values (3) | 3733 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 72268 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 21660 | |
| S | 10324 | |
| K | 10324 | |
| U | 10324 | |
| 1 | 5240 | 7.3% |
| 2 | 2804 | 3.9% |
| 4 | 2693 | 3.7% |
| 5 | 1831 | 2.5% |
| 6 | 1749 | 2.4% |
| 3 | 1586 | 2.2% |
| Other values (3) | 3733 | 5.2% |
item_description
Text
| Distinct | 184 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.8 KiB |
Length
| Max length | 113 |
|---|---|
| Median length | 79 |
| Mean length | 50.144808 |
| Min length | 31 |
Characters and Unicode
| Total characters | 517695 |
|---|---|
| Distinct characters | 73 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | HIV, Reveal G3 Rapid HIV-1 Antibody Test, 30 Tests |
|---|---|
| 2nd row | Nevirapine 10mg/ml, oral suspension, Bottle, 240 ml |
| 3rd row | HIV 1/2, Determine Complete HIV Kit, 100 Tests |
| 4th row | Lamivudine 150mg, tablets, 60 Tabs |
| 5th row | Stavudine 30mg, capsules, 60 Caps |
| Value | Count | Frequency (%) |
| tablets | 6733 | 10.3% |
| tabs | 6711 | 10.2% |
| 60 | 4269 | 6.5% |
| hiv | 3006 | 4.6% |
| 30 | 2598 | 4.0% |
| tests | 1616 | 2.5% |
| kit | 1579 | 2.4% |
| 1/2 | 1524 | 2.3% |
| disoproxil | 1300 | 2.0% |
| fumarate | 1300 | 2.0% |
| Other values (289) | 34956 |
Most occurring characters
| Value | Count | Frequency (%) |
| 55268 | 10.7% | |
| i | 33699 | 6.5% |
| a | 33528 | 6.5% |
| 0 | 33249 | 6.4% |
| e | 33073 | 6.4% |
| t | 26685 | 5.2% |
| s | 24970 | 4.8% |
| , | 22576 | 4.4% |
| l | 17483 | 3.4% |
| n | 17399 | 3.4% |
| Other values (63) | 219765 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 517695 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 55268 | 10.7% | |
| i | 33699 | 6.5% |
| a | 33528 | 6.5% |
| 0 | 33249 | 6.4% |
| e | 33073 | 6.4% |
| t | 26685 | 5.2% |
| s | 24970 | 4.8% |
| , | 22576 | 4.4% |
| l | 17483 | 3.4% |
| n | 17399 | 3.4% |
| Other values (63) | 219765 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 517695 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 55268 | 10.7% | |
| i | 33699 | 6.5% |
| a | 33528 | 6.5% |
| 0 | 33249 | 6.4% |
| e | 33073 | 6.4% |
| t | 26685 | 5.2% |
| s | 24970 | 4.8% |
| , | 22576 | 4.4% |
| l | 17483 | 3.4% |
| n | 17399 | 3.4% |
| Other values (63) | 219765 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 517695 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 55268 | 10.7% | |
| i | 33699 | 6.5% |
| a | 33528 | 6.5% |
| 0 | 33249 | 6.4% |
| e | 33073 | 6.4% |
| t | 26685 | 5.2% |
| s | 24970 | 4.8% |
| , | 22576 | 4.4% |
| l | 17483 | 3.4% |
| n | 17399 | 3.4% |
| Other values (63) | 219765 |
brand
Categorical
IMBALANCE 
| Distinct | 48 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.8 KiB |
| Generic | |
|---|---|
| Determine | |
| Uni-Gold | 373 |
| Aluvia | 250 |
| Kaletra | 165 |
| Other values (43) |
Length
| Max length | 15 |
|---|---|
| Median length | 7 |
| Mean length | 7.2879698 |
| Min length | 3 |
Characters and Unicode
| Total characters | 75241 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Reveal |
|---|---|
| 2nd row | Generic |
| 3rd row | Determine |
| 4th row | Generic |
| 5th row | Generic |
Common Values
| Value | Count | Frequency (%) |
| Generic | 7285 | |
| Determine | 799 | 7.7% |
| Uni-Gold | 373 | 3.6% |
| Aluvia | 250 | 2.4% |
| Kaletra | 165 | 1.6% |
| Norvir | 136 | 1.3% |
| Stat-Pak | 115 | 1.1% |
| Bioline | 113 | 1.1% |
| Truvada | 94 | 0.9% |
| Videx | 84 | 0.8% |
| Other values (38) | 910 | 8.8% |
Length
| Value | Count | Frequency (%) |
| generic | 7285 | |
| determine | 799 | 7.6% |
| uni-gold | 373 | 3.6% |
| aluvia | 250 | 2.4% |
| kaletra | 165 | 1.6% |
| norvir | 136 | 1.3% |
| videx | 125 | 1.2% |
| stat-pak | 115 | 1.1% |
| bioline | 113 | 1.1% |
| truvada | 94 | 0.9% |
| Other values (40) | 995 | 9.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 18044 | |
| i | 10118 | |
| r | 9288 | |
| n | 8958 | |
| G | 7758 | |
| c | 7463 | |
| t | 1628 | 2.2% |
| a | 1599 | 2.1% |
| l | 1331 | 1.8% |
| o | 991 | 1.3% |
| Other values (38) | 8063 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 75241 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 18044 | |
| i | 10118 | |
| r | 9288 | |
| n | 8958 | |
| G | 7758 | |
| c | 7463 | |
| t | 1628 | 2.2% |
| a | 1599 | 2.1% |
| l | 1331 | 1.8% |
| o | 991 | 1.3% |
| Other values (38) | 8063 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 75241 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 18044 | |
| i | 10118 | |
| r | 9288 | |
| n | 8958 | |
| G | 7758 | |
| c | 7463 | |
| t | 1628 | 2.2% |
| a | 1599 | 2.1% |
| l | 1331 | 1.8% |
| o | 991 | 1.3% |
| Other values (38) | 8063 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 75241 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 18044 | |
| i | 10118 | |
| r | 9288 | |
| n | 8958 | |
| G | 7758 | |
| c | 7463 | |
| t | 1628 | 2.2% |
| a | 1599 | 2.1% |
| l | 1331 | 1.8% |
| o | 991 | 1.3% |
| Other values (38) | 8063 |
line_item_quantity
Real number (ℝ)
| Distinct | 5065 |
|---|---|
| Distinct (%) | 49.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18332.535 |
| Minimum | 1 |
|---|---|
| Maximum | 619999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 408 |
| median | 3000 |
| Q3 | 17039.75 |
| 95-th percentile | 90951.55 |
| Maximum | 619999 |
| Range | 619998 |
| Interquartile range (IQR) | 16631.75 |
Descriptive statistics
| Standard deviation | 40035.303 |
|---|---|
| Coefficient of variation (CV) | 2.1838389 |
| Kurtosis | 40.0503 |
| Mean | 18332.535 |
| Median Absolute Deviation (MAD) | 2950 |
| Skewness | 5.0383147 |
| Sum | 1.8926509 × 108 |
| Variance | 1.6028255 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 93 | 0.9% |
| 1000 | 91 | 0.9% |
| 100 | 87 | 0.8% |
| 2000 | 73 | 0.7% |
| 5000 | 69 | 0.7% |
| 500 | 67 | 0.6% |
| 20000 | 67 | 0.6% |
| 3000 | 66 | 0.6% |
| 3 | 63 | 0.6% |
| 50000 | 62 | 0.6% |
| Other values (5055) | 9586 |
| Value | Count | Frequency (%) |
| 1 | 35 | |
| 2 | 40 | |
| 3 | 63 | |
| 4 | 46 | |
| 5 | 28 | |
| 6 | 48 | |
| 7 | 27 | |
| 8 | 26 | |
| 9 | 22 | 0.2% |
| 10 | 54 |
| Value | Count | Frequency (%) |
| 619999 | 1 | < 0.1% |
| 600906 | 1 | < 0.1% |
| 555197 | 1 | < 0.1% |
| 515000 | 3 | |
| 514526 | 1 | < 0.1% |
| 460041 | 1 | < 0.1% |
| 440000 | 1 | < 0.1% |
| 438409 | 1 | < 0.1% |
| 401961 | 1 | < 0.1% |
| 400000 | 2 |
line_item_value
Real number (ℝ)
| Distinct | 8741 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 157650.57 |
| Minimum | 0 |
|---|---|
| Maximum | 5951990.4 |
| Zeros | 17 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 192.5755 |
| Q1 | 4314.5925 |
| median | 30471.465 |
| Q3 | 166447.14 |
| 95-th percentile | 702831 |
| Maximum | 5951990.4 |
| Range | 5951990.4 |
| Interquartile range (IQR) | 162132.55 |
Descriptive statistics
| Standard deviation | 345292.07 |
|---|---|
| Coefficient of variation (CV) | 2.1902368 |
| Kurtosis | 54.15243 |
| Mean | 157650.57 |
| Median Absolute Deviation (MAD) | 29920.465 |
| Skewness | 5.8370202 |
| Sum | 1.6275845 × 109 |
| Variance | 1.1922661 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 200000 | 29 | 0.3% |
| 16000 | 23 | 0.2% |
| 800 | 18 | 0.2% |
| 0 | 17 | 0.2% |
| 14400 | 16 | 0.2% |
| 3200 | 15 | 0.1% |
| 244216 | 15 | 0.1% |
| 120000 | 13 | 0.1% |
| 160 | 11 | 0.1% |
| 250 | 11 | 0.1% |
| Other values (8731) | 10156 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 0.01 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.12 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| 0.42 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5951990.4 | 1 | |
| 5768697.6 | 1 | |
| 5329891.2 | 1 | |
| 5140114.74 | 1 | |
| 4959241.98 | 1 | |
| 4278871.84 | 1 | |
| 4228629.72 | 1 | |
| 4014000 | 1 | |
| 3932880 | 1 | |
| 3904000 | 2 |
unit_price
Real number (ℝ)
SKEWED 
| Distinct | 183 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.61170089 |
| Minimum | 0 |
|---|---|
| Maximum | 238.65 |
| Zeros | 103 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.08 |
| median | 0.16 |
| Q3 | 0.47 |
| 95-th percentile | 1.6 |
| Maximum | 238.65 |
| Range | 238.65 |
| Interquartile range (IQR) | 0.39 |
Descriptive statistics
| Standard deviation | 3.2758077 |
|---|---|
| Coefficient of variation (CV) | 5.3552443 |
| Kurtosis | 2725.9603 |
| Mean | 0.61170089 |
| Median Absolute Deviation (MAD) | 0.12 |
| Skewness | 40.584849 |
| Sum | 6315.2 |
| Variance | 10.730916 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.04 | 713 | 6.9% |
| 0.01 | 492 | 4.8% |
| 0.12 | 464 | 4.5% |
| 0.14 | 444 | 4.3% |
| 0.8 | 411 | 4.0% |
| 0.11 | 400 | 3.9% |
| 1.6 | 368 | 3.6% |
| 0.05 | 343 | 3.3% |
| 0.16 | 343 | 3.3% |
| 0.19 | 321 | 3.1% |
| Other values (173) | 6025 |
| Value | Count | Frequency (%) |
| 0 | 103 | 1.0% |
| 0.01 | 492 | |
| 0.02 | 140 | 1.4% |
| 0.03 | 250 | 2.4% |
| 0.04 | 713 | |
| 0.05 | 343 | |
| 0.06 | 274 | 2.7% |
| 0.07 | 248 | 2.4% |
| 0.08 | 146 | 1.4% |
| 0.09 | 154 | 1.5% |
| Value | Count | Frequency (%) |
| 238.65 | 1 | < 0.1% |
| 41.68 | 1 | < 0.1% |
| 37.5 | 2 | < 0.1% |
| 30 | 1 | < 0.1% |
| 26.91 | 1 | < 0.1% |
| 25 | 4 | < 0.1% |
| 24.85 | 3 | < 0.1% |
| 24.5 | 46 | |
| 23 | 23 | |
| 17.12 | 3 | < 0.1% |
weight_kilograms
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 3388 |
|---|---|
| Distinct (%) | 53.2% |
| Missing | 3952 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3424.4413 |
| Minimum | 0 |
|---|---|
| Maximum | 857354 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 206.75 |
| median | 1047 |
| Q3 | 3334 |
| 95-th percentile | 12958.05 |
| Maximum | 857354 |
| Range | 857354 |
| Interquartile range (IQR) | 3127.25 |
Descriptive statistics
| Standard deviation | 13526.968 |
|---|---|
| Coefficient of variation (CV) | 3.9501241 |
| Kurtosis | 2538.1741 |
| Mean | 3424.4413 |
| Median Absolute Deviation (MAD) | 975 |
| Skewness | 42.505903 |
| Sum | 21820540 |
| Variance | 1.8297887 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 29 | 0.3% |
| 6 | 26 | 0.3% |
| 1 | 23 | 0.2% |
| 5 | 20 | 0.2% |
| 60 | 20 | 0.2% |
| 4 | 19 | 0.2% |
| 3 | 18 | 0.2% |
| 36 | 17 | 0.2% |
| 12 | 17 | 0.2% |
| 21 | 17 | 0.2% |
| Other values (3378) | 6166 | |
| (Missing) | 3952 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 23 | |
| 2 | 29 | |
| 3 | 18 | |
| 4 | 19 | |
| 5 | 20 | |
| 6 | 26 | |
| 7 | 16 | |
| 8 | 11 | 0.1% |
| 9 | 17 |
| Value | Count | Frequency (%) |
| 857354 | 1 | |
| 291096 | 1 | |
| 205503 | 1 | |
| 154780 | 1 | |
| 112027 | 1 | |
| 90446 | 1 | |
| 88761 | 1 | |
| 88190 | 1 | |
| 87076 | 1 | |
| 85128 | 1 |
freight_cost_usd
Real number (ℝ)
MISSING 
| Distinct | 5432 |
|---|---|
| Distinct (%) | 87.6% |
| Missing | 4126 |
| Missing (%) | 40.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11103.235 |
| Minimum | 0.75 |
|---|---|
| Maximum | 289653.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0.75 |
|---|---|
| 5-th percentile | 641.057 |
| Q1 | 2131.12 |
| median | 5869.655 |
| Q3 | 14406.57 |
| 95-th percentile | 36679.879 |
| Maximum | 289653.2 |
| Range | 289652.45 |
| Interquartile range (IQR) | 12275.45 |
Descriptive statistics
| Standard deviation | 15813.027 |
|---|---|
| Coefficient of variation (CV) | 1.424182 |
| Kurtosis | 41.054884 |
| Mean | 11103.235 |
| Median Absolute Deviation (MAD) | 4493.845 |
| Skewness | 4.6880226 |
| Sum | 68817849 |
| Variance | 2.5005181 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9736.1 | 36 | 0.3% |
| 6147.18 | 27 | 0.3% |
| 7445.8 | 16 | 0.2% |
| 13398.06 | 16 | 0.2% |
| 9341.49 | 15 | 0.1% |
| 7329.83 | 12 | 0.1% |
| 1211.48 | 11 | 0.1% |
| 25231.96 | 11 | 0.1% |
| 15322.73 | 10 | 0.1% |
| 15459.09 | 10 | 0.1% |
| Other values (5422) | 6034 | |
| (Missing) | 4126 |
| Value | Count | Frequency (%) |
| 0.75 | 1 | |
| 14.36 | 1 | |
| 17.72 | 1 | |
| 22.29 | 1 | |
| 29.21 | 1 | |
| 30 | 1 | |
| 30.49 | 1 | |
| 41 | 1 | |
| 42.35 | 1 | |
| 48 | 1 |
| Value | Count | Frequency (%) |
| 289653.2 | 1 | |
| 241407.27 | 1 | |
| 194623.44 | 1 | |
| 161962.32 | 1 | |
| 161712.87 | 1 | |
| 152368.7 | 1 | |
| 146850.66 | 1 | |
| 146734.85 | 1 | |
| 139951.34 | 1 | |
| 132890.27 | 1 |
line_item_insurance_usd
Real number (ℝ)
MISSING 
| Distinct | 6722 |
|---|---|
| Distinct (%) | 67.0% |
| Missing | 287 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 240.11763 |
| Minimum | 0 |
|---|---|
| Maximum | 7708.44 |
| Zeros | 54 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 6.51 |
| median | 47.04 |
| Q3 | 252.4 |
| 95-th percentile | 1082.032 |
| Maximum | 7708.44 |
| Range | 7708.44 |
| Interquartile range (IQR) | 245.89 |
Descriptive statistics
| Standard deviation | 500.19057 |
|---|---|
| Coefficient of variation (CV) | 2.0831064 |
| Kurtosis | 34.911215 |
| Mean | 240.11763 |
| Median Absolute Deviation (MAD) | 46.27 |
| Skewness | 4.8271624 |
| Sum | 2410060.6 |
| Variance | 250190.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 54 | 0.5% |
| 0.02 | 37 | 0.4% |
| 0.07 | 33 | 0.3% |
| 0.05 | 30 | 0.3% |
| 0.06 | 30 | 0.3% |
| 0.01 | 26 | 0.3% |
| 0.03 | 23 | 0.2% |
| 0.09 | 21 | 0.2% |
| 0.08 | 20 | 0.2% |
| 0.49 | 18 | 0.2% |
| Other values (6712) | 9745 | |
| (Missing) | 287 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 0.01 | 26 | |
| 0.02 | 37 | |
| 0.03 | 23 | |
| 0.04 | 14 | 0.1% |
| 0.05 | 30 | |
| 0.06 | 30 | |
| 0.07 | 33 | |
| 0.08 | 20 | 0.2% |
| 0.09 | 21 | 0.2% |
| Value | Count | Frequency (%) |
| 7708.44 | 1 | |
| 7005.49 | 1 | |
| 5930.22 | 1 | |
| 5573.31 | 1 | |
| 5479.13 | 1 | |
| 5284.04 | 1 | |
| 5230.81 | 1 | |
| 5162.29 | 1 | |
| 5145 | 2 | |
| 5098.1 | 1 |
item_insurance_rp_mean
Real number (ℝ)
| Distinct | 6723 |
|---|---|
| Distinct (%) | 65.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 240.11763 |
| Minimum | 0 |
|---|---|
| Maximum | 7708.44 |
| Zeros | 54 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.26 |
| Q1 | 7.03 |
| median | 52.94 |
| Q3 | 241.75 |
| 95-th percentile | 1061.35 |
| Maximum | 7708.44 |
| Range | 7708.44 |
| Interquartile range (IQR) | 234.72 |
Descriptive statistics
| Standard deviation | 493.18841 |
|---|---|
| Coefficient of variation (CV) | 2.053945 |
| Kurtosis | 35.994766 |
| Mean | 240.11763 |
| Median Absolute Deviation (MAD) | 52.12 |
| Skewness | 4.89567 |
| Sum | 2478974.4 |
| Variance | 243234.81 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 240.1176258 | 287 | 2.8% |
| 0 | 54 | 0.5% |
| 0.02 | 37 | 0.4% |
| 0.07 | 33 | 0.3% |
| 0.05 | 30 | 0.3% |
| 0.06 | 30 | 0.3% |
| 0.01 | 26 | 0.3% |
| 0.03 | 23 | 0.2% |
| 0.09 | 21 | 0.2% |
| 0.08 | 20 | 0.2% |
| Other values (6713) | 9763 |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 0.01 | 26 | |
| 0.02 | 37 | |
| 0.03 | 23 | |
| 0.04 | 14 | 0.1% |
| 0.05 | 30 | |
| 0.06 | 30 | |
| 0.07 | 33 | |
| 0.08 | 20 | 0.2% |
| 0.09 | 21 | 0.2% |
| Value | Count | Frequency (%) |
| 7708.44 | 1 | |
| 7005.49 | 1 | |
| 5930.22 | 1 | |
| 5573.31 | 1 | |
| 5479.13 | 1 | |
| 5284.04 | 1 | |
| 5230.81 | 1 | |
| 5162.29 | 1 | |
| 5145 | 2 | |
| 5098.1 | 1 |
item_insurance_rp_kNN
Real number (ℝ)
| Distinct | 6916 |
|---|---|
| Distinct (%) | 67.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 237.23942 |
| Minimum | 0 |
|---|---|
| Maximum | 7708.44 |
| Zeros | 54 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.26 |
| Q1 | 6.6475 |
| median | 47.05 |
| Q3 | 250.0675 |
| 95-th percentile | 1067.45 |
| Maximum | 7708.44 |
| Range | 7708.44 |
| Interquartile range (IQR) | 243.42 |
Descriptive statistics
| Standard deviation | 494.929 |
|---|---|
| Coefficient of variation (CV) | 2.0862005 |
| Kurtosis | 35.571588 |
| Mean | 237.23942 |
| Median Absolute Deviation (MAD) | 46.23 |
| Skewness | 4.8652938 |
| Sum | 2449259.8 |
| Variance | 244954.71 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 54 | 0.5% |
| 0.02 | 37 | 0.4% |
| 0.07 | 33 | 0.3% |
| 0.05 | 30 | 0.3% |
| 0.06 | 30 | 0.3% |
| 0.01 | 26 | 0.3% |
| 0.03 | 23 | 0.2% |
| 0.09 | 21 | 0.2% |
| 0.08 | 20 | 0.2% |
| 0.12 | 18 | 0.2% |
| Other values (6906) | 10032 |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 0.01 | 26 | |
| 0.02 | 37 | |
| 0.03 | 23 | |
| 0.04 | 14 | 0.1% |
| 0.05 | 30 | |
| 0.06 | 30 | |
| 0.07 | 33 | |
| 0.08 | 20 | 0.2% |
| 0.09 | 21 | 0.2% |
| Value | Count | Frequency (%) |
| 7708.44 | 1 | |
| 7005.49 | 1 | |
| 5930.22 | 1 | |
| 5573.31 | 1 | |
| 5479.13 | 1 | |
| 5284.04 | 1 | |
| 5230.81 | 1 | |
| 5162.29 | 1 | |
| 5145 | 2 | |
| 5098.1 | 1 |
line_item_quantity_norm
Real number (ℝ)
| Distinct | 5065 |
|---|---|
| Distinct (%) | 49.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.029567087 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 35 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.5806535 × 10-5 |
| Q1 | 0.00065645373 |
| median | 0.0048371124 |
| Q3 | 0.027481943 |
| 95-th percentile | 0.14669491 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.02682549 |
Descriptive statistics
| Standard deviation | 0.064573278 |
|---|---|
| Coefficient of variation (CV) | 2.183958 |
| Kurtosis | 40.0503 |
| Mean | 0.029567087 |
| Median Absolute Deviation (MAD) | 0.0047580799 |
| Skewness | 5.0383147 |
| Sum | 305.25061 |
| Variance | 0.0041697082 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01612747138 | 93 | 0.9% |
| 0.00161129552 | 91 | 0.9% |
| 0.0001596779344 | 87 | 0.8% |
| 0.003224203949 | 73 | 0.7% |
| 0.008062929235 | 69 | 0.7% |
| 0.0008048413059 | 67 | 0.6% |
| 0.03225655567 | 67 | 0.6% |
| 0.004837112378 | 66 | 0.6% |
| 3.225816857 × 10-6 | 63 | 0.6% |
| 0.08064380853 | 62 | 0.6% |
| Other values (5055) | 9586 |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 1.612908429 × 10-6 | 40 | |
| 3.225816857 × 10-6 | 63 | |
| 4.838725286 × 10-6 | 46 | |
| 6.451633715 × 10-6 | 28 | |
| 8.064542144 × 10-6 | 48 | |
| 9.677450572 × 10-6 | 27 | |
| 1.1290359 × 10-5 | 26 | |
| 1.290326743 × 10-5 | 22 | 0.2% |
| 1.451617586 × 10-5 | 54 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0.9692047394 | 1 | < 0.1% |
| 0.895480308 | 1 | < 0.1% |
| 0.8306462279 | 3 | |
| 0.8298817093 | 1 | < 0.1% |
| 0.7420023936 | 1 | < 0.1% |
| 0.7096780957 | 1 | < 0.1% |
| 0.7071119584 | 1 | < 0.1% |
| 0.648324672 | 1 | < 0.1% |
| 0.6451617586 | 2 |
line_item_quantity_z
Real number (ℝ)
| Distinct | 5065 |
|---|---|
| Distinct (%) | 49.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4047593 × 10-17 |
| Minimum | -0.45788425 |
|---|---|
| Maximum | 15.028398 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7833 |
| Negative (%) | 75.9% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | -0.45788425 |
|---|---|
| 5-th percentile | -0.45748461 |
| Q1 | -0.44771823 |
| median | -0.38297537 |
| Q3 | -0.032291122 |
| 95-th percentile | 1.8138745 |
| Maximum | 15.028398 |
| Range | 15.486282 |
| Interquartile range (IQR) | 0.4154271 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | 2.2702716 × 1016 |
| Kurtosis | 40.0503 |
| Mean | 4.4047593 × 10-17 |
| Median Absolute Deviation (MAD) | 0.073684968 |
| Skewness | 5.0383147 |
| Sum | 9.6750385 × 10-13 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2081296819 | 93 | 0.9% |
| -0.4329312778 | 91 | 0.9% |
| -0.4554114374 | 87 | 0.8% |
| -0.4079533227 | 73 | 0.7% |
| -0.3330194574 | 69 | 0.7% |
| -0.4454202554 | 67 | 0.6% |
| 0.04164986915 | 67 | 0.6% |
| -0.3829753676 | 66 | 0.6% |
| -0.4578342991 | 63 | 0.6% |
| 0.7909885223 | 62 | 0.6% |
| Other values (5055) | 9586 |
| Value | Count | Frequency (%) |
| -0.457884255 | 35 | |
| -0.457859277 | 40 | |
| -0.4578342991 | 63 | |
| -0.4578093211 | 46 | |
| -0.4577843432 | 28 | |
| -0.4577593652 | 48 | |
| -0.4577343873 | 27 | |
| -0.4577094093 | 26 | |
| -0.4576844314 | 22 | 0.2% |
| -0.4576594534 | 54 |
| Value | Count | Frequency (%) |
| 15.02839795 | 1 | < 0.1% |
| 14.55149386 | 1 | < 0.1% |
| 13.40977651 | 1 | < 0.1% |
| 12.40573765 | 3 | |
| 12.3938981 | 1 | < 0.1% |
| 11.03297421 | 1 | < 0.1% |
| 10.53239101 | 1 | < 0.1% |
| 10.49265109 | 1 | < 0.1% |
| 9.582254579 | 1 | < 0.1% |
| 9.533272809 | 2 |
line_item_value_norm
Real number (ℝ)
| Distinct | 8741 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.026487033 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 17 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.2354807 × 10-5 |
| Q1 | 0.0007248991 |
| median | 0.005119542 |
| Q3 | 0.027964954 |
| 95-th percentile | 0.11808336 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.027240055 |
Descriptive statistics
| Standard deviation | 0.058012874 |
|---|---|
| Coefficient of variation (CV) | 2.1902368 |
| Kurtosis | 54.15243 |
| Mean | 0.026487033 |
| Median Absolute Deviation (MAD) | 0.005026968 |
| Skewness | 5.8370202 |
| Sum | 273.45213 |
| Variance | 0.0033654935 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.03360220473 | 29 | 0.3% |
| 0.002688176379 | 23 | 0.2% |
| 0.0001344088189 | 18 | 0.2% |
| 0 | 17 | 0.2% |
| 0.002419358741 | 16 | 0.2% |
| 0.0005376352758 | 15 | 0.1% |
| 0.04103098016 | 15 | 0.1% |
| 0.02016132284 | 13 | 0.1% |
| 2.688176379 × 10-5 | 11 | 0.1% |
| 4.200275592 × 10-5 | 11 | 0.1% |
| Other values (8731) | 10156 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1.680110237 × 10-9 | 1 | < 0.1% |
| 5.04033071 × 10-9 | 1 | < 0.1% |
| 2.016132284 × 10-8 | 1 | < 0.1% |
| 3.360220473 × 10-8 | 1 | < 0.1% |
| 4.032264568 × 10-8 | 1 | < 0.1% |
| 4.200275592 × 10-8 | 1 | < 0.1% |
| 7.056462994 × 10-8 | 1 | < 0.1% |
| 8.400551184 × 10-8 | 1 | < 0.1% |
| 1.176077166 × 10-7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.969204789 | 1 | |
| 0.8954804766 | 1 | |
| 0.8635959393 | 1 | |
| 0.8332073217 | 1 | |
| 0.718897638 | 1 | |
| 0.710456408 | 1 | |
| 0.674396249 | 1 | |
| 0.6607671948 | 1 | |
| 0.6559150364 | 2 |
line_item_value_z
Real number (ℝ)
| Distinct | 8741 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2347451 × 10-17 |
| Minimum | -0.45657165 |
|---|---|
| Maximum | 16.780982 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7651 |
| Negative (%) | 74.1% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | -0.45657165 |
|---|---|
| 5-th percentile | -0.45601393 |
| Q1 | -0.44407616 |
| median | -0.36832327 |
| Q3 | 0.025475745 |
| 95-th percentile | 1.5788965 |
| Maximum | 16.780982 |
| Range | 17.237553 |
| Interquartile range (IQR) | 0.4695519 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | 3.0914337 × 1016 |
| Kurtosis | 54.15243 |
| Mean | 3.2347451 × 10-17 |
| Median Absolute Deviation (MAD) | 0.086652628 |
| Skewness | 5.8370202 |
| Sum | 1.8771096 × 10-13 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1226481483 | 29 | 0.3% |
| -0.4102340624 | 23 | 0.2% |
| -0.4542547668 | 18 | 0.2% |
| -0.4565716459 | 17 | 0.2% |
| -0.4148678207 | 16 | 0.2% |
| -0.4473041292 | 15 | 0.1% |
| 0.2507020605 | 15 | 0.1% |
| -0.1090397694 | 13 | 0.1% |
| -0.4561082701 | 11 | 0.1% |
| -0.4558476212 | 11 | 0.1% |
| Other values (8731) | 10156 |
| Value | Count | Frequency (%) |
| -0.4565716459 | 17 | |
| -0.456571617 | 1 | < 0.1% |
| -0.456571559 | 1 | < 0.1% |
| -0.4565712984 | 1 | < 0.1% |
| -0.4565710667 | 1 | < 0.1% |
| -0.4565709509 | 1 | < 0.1% |
| -0.4565709219 | 1 | < 0.1% |
| -0.4565704296 | 1 | < 0.1% |
| -0.4565701979 | 1 | < 0.1% |
| -0.4565696187 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16.78098163 | 1 | |
| 16.25014754 | 1 | |
| 14.97932078 | 1 | |
| 14.42970937 | 1 | |
| 13.90588395 | 1 | |
| 11.93546469 | 1 | |
| 11.78995854 | 1 | |
| 11.16836963 | 1 | |
| 10.93343808 | 1 | |
| 10.84979874 | 2 |
line_item_value_norm2
Real number (ℝ)
| Distinct | 8741 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.026487033 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 17 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.2354807 × 10-5 |
| Q1 | 0.0007248991 |
| median | 0.005119542 |
| Q3 | 0.027964954 |
| 95-th percentile | 0.11808336 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.027240055 |
Descriptive statistics
| Standard deviation | 0.058012874 |
|---|---|
| Coefficient of variation (CV) | 2.1902368 |
| Kurtosis | 54.15243 |
| Mean | 0.026487033 |
| Median Absolute Deviation (MAD) | 0.005026968 |
| Skewness | 5.8370202 |
| Sum | 273.45213 |
| Variance | 0.0033654935 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.03360220473 | 29 | 0.3% |
| 0.002688176379 | 23 | 0.2% |
| 0.0001344088189 | 18 | 0.2% |
| 0 | 17 | 0.2% |
| 0.002419358741 | 16 | 0.2% |
| 0.0005376352758 | 15 | 0.1% |
| 0.04103098016 | 15 | 0.1% |
| 0.02016132284 | 13 | 0.1% |
| 2.688176379 × 10-5 | 11 | 0.1% |
| 4.200275592 × 10-5 | 11 | 0.1% |
| Other values (8731) | 10156 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1.680110237 × 10-9 | 1 | < 0.1% |
| 5.04033071 × 10-9 | 1 | < 0.1% |
| 2.016132284 × 10-8 | 1 | < 0.1% |
| 3.360220473 × 10-8 | 1 | < 0.1% |
| 4.032264568 × 10-8 | 1 | < 0.1% |
| 4.200275592 × 10-8 | 1 | < 0.1% |
| 7.056462994 × 10-8 | 1 | < 0.1% |
| 8.400551184 × 10-8 | 1 | < 0.1% |
| 1.176077166 × 10-7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.969204789 | 1 | |
| 0.8954804766 | 1 | |
| 0.8635959393 | 1 | |
| 0.8332073217 | 1 | |
| 0.718897638 | 1 | |
| 0.710456408 | 1 | |
| 0.674396249 | 1 | |
| 0.6607671948 | 1 | |
| 0.6559150364 | 2 |
line_item_value_z2
Real number (ℝ)
| Distinct | 8741 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.026487033 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 17 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.2354807 × 10-5 |
| Q1 | 0.0007248991 |
| median | 0.005119542 |
| Q3 | 0.027964954 |
| 95-th percentile | 0.11808336 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.027240055 |
Descriptive statistics
| Standard deviation | 0.058012874 |
|---|---|
| Coefficient of variation (CV) | 2.1902368 |
| Kurtosis | 54.15243 |
| Mean | 0.026487033 |
| Median Absolute Deviation (MAD) | 0.005026968 |
| Skewness | 5.8370202 |
| Sum | 273.45213 |
| Variance | 0.0033654935 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.03360220473 | 29 | 0.3% |
| 0.002688176379 | 23 | 0.2% |
| 0.0001344088189 | 18 | 0.2% |
| 0 | 17 | 0.2% |
| 0.002419358741 | 16 | 0.2% |
| 0.0005376352758 | 15 | 0.1% |
| 0.04103098016 | 15 | 0.1% |
| 0.02016132284 | 13 | 0.1% |
| 2.688176379 × 10-5 | 11 | 0.1% |
| 4.200275592 × 10-5 | 11 | 0.1% |
| Other values (8731) | 10156 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1.680110237 × 10-9 | 1 | < 0.1% |
| 5.04033071 × 10-9 | 1 | < 0.1% |
| 2.016132284 × 10-8 | 1 | < 0.1% |
| 3.360220473 × 10-8 | 1 | < 0.1% |
| 4.032264568 × 10-8 | 1 | < 0.1% |
| 4.200275592 × 10-8 | 1 | < 0.1% |
| 7.056462994 × 10-8 | 1 | < 0.1% |
| 8.400551184 × 10-8 | 1 | < 0.1% |
| 1.176077166 × 10-7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.969204789 | 1 | |
| 0.8954804766 | 1 | |
| 0.8635959393 | 1 | |
| 0.8332073217 | 1 | |
| 0.718897638 | 1 | |
| 0.710456408 | 1 | |
| 0.674396249 | 1 | |
| 0.6607671948 | 1 | |
| 0.6559150364 | 2 |
line_item_value_log
Real number (ℝ)
| Distinct | 8741 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9890262 |
| Minimum | 0 |
|---|---|
| Maximum | 15.599236 |
| Zeros | 17 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.2656644 |
| Q1 | 8.3699899 |
| median | 10.324579 |
| Q3 | 12.022439 |
| 95-th percentile | 13.462873 |
| Maximum | 15.599236 |
| Range | 15.599236 |
| Interquartile range (IQR) | 3.6524491 |
Descriptive statistics
| Standard deviation | 2.5886848 |
|---|---|
| Coefficient of variation (CV) | 0.25915287 |
| Kurtosis | 0.37076739 |
| Mean | 9.9890262 |
| Median Absolute Deviation (MAD) | 1.7945471 |
| Skewness | -0.71810505 |
| Sum | 103126.71 |
| Variance | 6.7012891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.20607765 | 29 | 0.3% |
| 9.680406499 | 23 | 0.2% |
| 6.685860947 | 18 | 0.2% |
| 0 | 17 | 0.2% |
| 9.575052928 | 16 | 0.2% |
| 8.07121854 | 15 | 0.1% |
| 12.40581245 | 15 | 0.1% |
| 11.69525536 | 13 | 0.1% |
| 5.081404365 | 11 | 0.1% |
| 5.525452939 | 11 | 0.1% |
| Other values (8731) | 10156 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 0.009950330853 | 1 | < 0.1% |
| 0.02955880224 | 1 | < 0.1% |
| 0.1133286853 | 1 | < 0.1% |
| 0.1823215568 | 1 | < 0.1% |
| 0.2151113796 | 1 | < 0.1% |
| 0.2231435513 | 1 | < 0.1% |
| 0.3506568716 | 1 | < 0.1% |
| 0.4054651081 | 1 | < 0.1% |
| 0.5306282511 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.59923641 | 1 | |
| 15.56795707 | 1 | |
| 15.48884157 | 1 | |
| 15.45258615 | 1 | |
| 15.41676366 | 1 | |
| 15.26920018 | 1 | |
| 15.25738879 | 1 | |
| 15.20529906 | 1 | |
| 15.18488279 | 1 | |
| 15.17751248 | 2 |
line_item_value_sqrt
Real number (ℝ)
| Distinct | 8741 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 275.90145 |
| Minimum | 0 |
|---|---|
| Maximum | 2439.6701 |
| Zeros | 17 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13.877146 |
| Q1 | 65.685558 |
| median | 174.56077 |
| Q3 | 407.97934 |
| 95-th percentile | 838.35015 |
| Maximum | 2439.6701 |
| Range | 2439.6701 |
| Interquartile range (IQR) | 342.29378 |
Descriptive statistics
| Standard deviation | 285.54659 |
|---|---|
| Coefficient of variation (CV) | 1.0349587 |
| Kurtosis | 4.9956214 |
| Mean | 275.90145 |
| Median Absolute Deviation (MAD) | 134.55358 |
| Skewness | 1.865156 |
| Sum | 2848406.5 |
| Variance | 81536.857 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 447.2135955 | 29 | 0.3% |
| 126.4911064 | 23 | 0.2% |
| 28.28427125 | 18 | 0.2% |
| 0 | 17 | 0.2% |
| 120 | 16 | 0.2% |
| 56.56854249 | 15 | 0.1% |
| 494.1821527 | 15 | 0.1% |
| 346.4101615 | 13 | 0.1% |
| 12.64911064 | 11 | 0.1% |
| 15.8113883 | 11 | 0.1% |
| Other values (8731) | 10156 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 0.1 | 1 | < 0.1% |
| 0.1732050808 | 1 | < 0.1% |
| 0.3464101615 | 1 | < 0.1% |
| 0.4472135955 | 1 | < 0.1% |
| 0.4898979486 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.6480740698 | 1 | < 0.1% |
| 0.7071067812 | 1 | < 0.1% |
| 0.8366600265 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2439.670142 | 1 | |
| 2401.811316 | 1 | |
| 2308.655713 | 1 | |
| 2267.182114 | 1 | |
| 2226.935558 | 1 | |
| 2068.54341 | 1 | |
| 2056.363227 | 1 | |
| 2003.496943 | 1 | |
| 1983.149011 | 1 | |
| 1975.854246 | 2 |
line_item_value_boxcox
Real number (ℝ)
| Distinct | 8741 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.004539 |
| Minimum | 0 |
|---|---|
| Maximum | 40.709583 |
| Zeros | 17 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 80.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.0948619 |
| Q1 | 13.613772 |
| median | 18.994234 |
| Q3 | 24.685762 |
| 95-th percentile | 30.404996 |
| Maximum | 40.709583 |
| Range | 40.709583 |
| Interquartile range (IQR) | 11.07199 |
Descriptive statistics
| Standard deviation | 7.266032 |
|---|---|
| Coefficient of variation (CV) | 0.3823314 |
| Kurtosis | -0.59898966 |
| Mean | 19.004539 |
| Median Absolute Deviation (MAD) | 5.5428869 |
| Skewness | -0.058302657 |
| Sum | 196202.86 |
| Variance | 52.795221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.36632241 | 29 | 0.3% |
| 17.0939656 | 23 | 0.2% |
| 9.80756167 | 18 | 0.2% |
| 0 | 17 | 0.2% |
| 16.79558012 | 16 | 0.2% |
| 12.8869904 | 15 | 0.1% |
| 26.12203989 | 15 | 0.1% |
| 23.50621449 | 13 | 0.1% |
| 6.772463709 | 11 | 0.1% |
| 7.560462508 | 11 | 0.1% |
| Other values (8731) | 10156 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 0.009955685763 | 1 | < 0.1% |
| 0.02960609099 | 1 | < 0.1% |
| 0.1140259166 | 1 | < 0.1% |
| 0.1841306298 | 1 | < 0.1% |
| 0.2176326646 | 1 | < 0.1% |
| 0.2258574278 | 1 | < 0.1% |
| 0.3573896216 | 1 | < 0.1% |
| 0.4144849425 | 1 | < 0.1% |
| 0.5461466946 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 40.70958305 | 1 | |
| 40.54089811 | 1 | |
| 40.11677763 | 1 | |
| 39.92362947 | 1 | |
| 39.73352993 | 1 | |
| 38.9581715 | 1 | |
| 38.8966428 | 1 | |
| 38.62622884 | 1 | |
| 38.52065647 | 1 | |
| 38.48260185 | 2 |
shipment_mode_Air
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.2 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 6113 | |
| False | 4211 |
shipment_mode_Air Charter
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.2 KiB |
| False | |
|---|---|
| True | 650 |
| Value | Count | Frequency (%) |
| False | 9674 | |
| True | 650 | 6.3% |
shipment_mode_Ocean
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.2 KiB |
| False | |
|---|---|
| True | 371 |
| Value | Count | Frequency (%) |
| False | 9953 | |
| True | 371 | 3.6% |
shipment_mode_Truck
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.2 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 7494 | |
| True | 2830 | 27.4% |
shipment_mode_missing
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.2 KiB |
| False | |
|---|---|
| True | 360 |
| Value | Count | Frequency (%) |
| False | 9964 | |
| True | 360 | 3.5% |
weight_category
Categorical
MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3952 |
| Missing (%) | 38.3% |
| Memory size | 10.4 KiB |
| super-heavy | |
|---|---|
| medium | |
| light | |
| heavy |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 8.2628688 |
| Min length | 5 |
Characters and Unicode
| Total characters | 52651 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | light |
|---|---|
| 2nd row | medium |
| 3rd row | medium |
| 4th row | super-heavy |
| 5th row | super-heavy |
Common Values
| Value | Count | Frequency (%) |
| super-heavy | 3249 | |
| medium | 1297 | 12.6% |
| light | 1072 | 10.4% |
| heavy | 754 | 7.3% |
| (Missing) | 3952 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| super-heavy | 3249 | |
| medium | 1297 | 20.4% |
| light | 1072 | 16.8% |
| heavy | 754 | 11.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8549 | |
| h | 5075 | |
| u | 4546 | |
| a | 4003 | |
| v | 4003 | |
| y | 4003 | |
| s | 3249 | 6.2% |
| p | 3249 | 6.2% |
| r | 3249 | 6.2% |
| - | 3249 | 6.2% |
| Other values (6) | 9476 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 52651 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8549 | |
| h | 5075 | |
| u | 4546 | |
| a | 4003 | |
| v | 4003 | |
| y | 4003 | |
| s | 3249 | 6.2% |
| p | 3249 | 6.2% |
| r | 3249 | 6.2% |
| - | 3249 | 6.2% |
| Other values (6) | 9476 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 52651 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8549 | |
| h | 5075 | |
| u | 4546 | |
| a | 4003 | |
| v | 4003 | |
| y | 4003 | |
| s | 3249 | 6.2% |
| p | 3249 | 6.2% |
| r | 3249 | 6.2% |
| - | 3249 | 6.2% |
| Other values (6) | 9476 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 52651 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8549 | |
| h | 5075 | |
| u | 4546 | |
| a | 4003 | |
| v | 4003 | |
| y | 4003 | |
| s | 3249 | 6.2% |
| p | 3249 | 6.2% |
| r | 3249 | 6.2% |
| - | 3249 | 6.2% |
| Other values (6) | 9476 |
| id | country | shipment_mode | scheduled_delivery_date | sub_classification | vendor | item_id | item_description | brand | line_item_quantity | line_item_value | unit_price | weight_kilograms | freight_cost_usd | line_item_insurance_usd | item_insurance_rp_mean | item_insurance_rp_kNN | line_item_quantity_norm | line_item_quantity_z | line_item_value_norm | line_item_value_z | line_item_value_norm2 | line_item_value_z2 | line_item_value_log | line_item_value_sqrt | line_item_value_boxcox | shipment_mode_Air | shipment_mode_Air Charter | shipment_mode_Ocean | shipment_mode_Truck | shipment_mode_missing | weight_category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Côte d'Ivoire | Air | 2006-06-02 | HIV test | RANBAXY Fine Chemicals LTD. | SKU0000 | HIV, Reveal G3 Rapid HIV-1 Antibody Test, 30 Tests | Reveal | 19 | 551.00 | 0.97 | 13.0 | 780.34 | NaN | 240.117626 | 0.725 | 0.000029 | -0.457435 | 0.000093 | -0.454976 | 0.000093 | 0.000093 | 6.313548 | 23.473389 | 9.055646 | True | False | False | False | False | light |
| 1 | 3 | Vietnam | Air | 2006-11-14 | Pediatric | Aurobindo Pharma Limited | SKU0001 | Nevirapine 10mg/ml, oral suspension, Bottle, 240 ml | Generic | 1000 | 6200.00 | 0.03 | 358.0 | 4521.50 | NaN | 240.117626 | 8.955 | 0.001611 | -0.432931 | 0.001042 | -0.438616 | 0.001042 | 0.001042 | 8.732466 | 78.740079 | 14.527632 | True | False | False | False | False | medium |
| 2 | 4 | Côte d'Ivoire | Air | 2006-08-27 | HIV test | Abbott GmbH & Co. KG | SKU0002 | HIV 1/2, Determine Complete HIV Kit, 100 Tests | Determine | 500 | 40000.00 | 0.80 | 171.0 | 1653.78 | NaN | 240.117626 | 71.200 | 0.000805 | -0.445420 | 0.006720 | -0.340728 | 0.006720 | 0.006720 | 10.596660 | 200.000000 | 19.837478 | True | False | False | False | False | medium |
| 3 | 15 | Vietnam | Air | 2006-09-01 | Adult | SUN PHARMACEUTICAL INDUSTRIES LTD (RANBAXY LABORATORIES LIMITED) | SKU0003 | Lamivudine 150mg, tablets, 60 Tabs | Generic | 31920 | 127360.80 | 0.07 | 1855.0 | 16007.06 | NaN | 240.117626 | 194.285 | 0.051482 | 0.339387 | 0.021398 | -0.087722 | 0.021398 | 0.021398 | 11.754787 | 356.876449 | 23.717742 | True | False | False | False | False | super-heavy |
| 4 | 16 | Vietnam | Air | 2006-08-11 | Adult | Aurobindo Pharma Limited | SKU0004 | Stavudine 30mg, capsules, 60 Caps | Generic | 38000 | 121600.00 | 0.05 | 7590.0 | 45450.08 | NaN | 240.117626 | 238.570 | 0.061289 | 0.491253 | 0.020430 | -0.104406 | 0.020430 | 0.020430 | 11.708500 | 348.711915 | 23.553159 | True | False | False | False | False | super-heavy |
| 5 | 23 | Nigeria | Air | 2006-09-28 | Pediatric | Aurobindo Pharma Limited | SKU0005 | Zidovudine 10mg/ml, oral solution, Bottle, 240 ml | Generic | 416 | 2225.60 | 0.02 | 504.0 | 5920.42 | NaN | 240.117626 | 2.280 | 0.000669 | -0.447518 | 0.000374 | -0.450126 | 0.000374 | 0.000374 | 7.708231 | 47.176265 | 12.035014 | True | False | False | False | False | heavy |
| 6 | 44 | Zambia | Air | 2007-01-08 | Pediatric | MERCK SHARP & DOHME IDEA GMBH (FORMALLY MERCK SHARP & DOHME B.V.) | SKU0006 | Efavirenz 200mg [Stocrin/Sustiva], capsule, 90 Caps | Stocrin/Sustiva | 135 | 4374.00 | 0.36 | 328.0 | NaN | NaN | 240.117626 | 4.960 | 0.000216 | -0.454537 | 0.000735 | -0.443904 | 0.000735 | 0.000735 | 8.383662 | 66.136223 | 13.647595 | True | False | False | False | False | medium |
| 7 | 45 | Tanzania | Air | 2006-11-24 | Adult | Aurobindo Pharma Limited | SKU0007 | Nevirapine 200mg, tablets, 60 Tabs | Generic | 16667 | 60834.55 | 0.06 | 1478.0 | 6212.41 | NaN | 240.117626 | 90.615 | 0.026881 | -0.041602 | 0.010221 | -0.280389 | 0.010221 | 0.010221 | 11.015930 | 246.646610 | 21.186451 | True | False | False | False | False | super-heavy |
| 8 | 46 | Nigeria | Air | 2006-12-07 | Adult | Aurobindo Pharma Limited | SKU0004 | Stavudine 30mg, capsules, 60 Caps | Generic | 273 | 532.35 | 0.03 | NaN | NaN | NaN | 240.117626 | 0.550 | 0.000439 | -0.451090 | 0.000089 | -0.455030 | 0.000089 | 0.000089 | 6.279178 | 23.072711 | 8.987747 | True | False | False | False | False | NaN |
| 9 | 47 | Zambia | Air | 2007-01-30 | Adult | ABBVIE LOGISTICS (FORMERLY ABBOTT LOGISTICS BV) | SKU0008 | Lopinavir/Ritonavir 200/50mg [Aluvia], tablets, 120 Tabs | Aluvia | 2800 | 115080.00 | 0.34 | 643.0 | NaN | NaN | 240.117626 | 193.615 | 0.004515 | -0.387971 | 0.019335 | -0.123289 | 0.019335 | 0.019335 | 11.653392 | 339.234432 | 23.358278 | True | False | False | False | False | heavy |
| id | country | shipment_mode | scheduled_delivery_date | sub_classification | vendor | item_id | item_description | brand | line_item_quantity | line_item_value | unit_price | weight_kilograms | freight_cost_usd | line_item_insurance_usd | item_insurance_rp_mean | item_insurance_rp_kNN | line_item_quantity_norm | line_item_quantity_z | line_item_value_norm | line_item_value_z | line_item_value_norm2 | line_item_value_z2 | line_item_value_log | line_item_value_sqrt | line_item_value_boxcox | shipment_mode_Air | shipment_mode_Air Charter | shipment_mode_Ocean | shipment_mode_Truck | shipment_mode_missing | weight_category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10314 | 86813 | Nigeria | Air Charter | 2015-06-30 | Pediatric | SCMS from RDC | SKU0140 | Lamivudine/Nevirapine/Zidovudine 30/50/60mg, dispersible tablets, 60 Tabs | Generic | 10340 | 37224.00 | 0.06 | NaN | NaN | 38.27 | 38.27 | 38.27 | 0.016676 | -0.199637 | 0.006254 | -0.348767 | 0.006254 | 0.006254 | 10.524736 | 192.935222 | 19.612151 | False | True | False | False | False | NaN |
| 10315 | 86814 | Nigeria | Air Charter | 2015-06-30 | Adult | SCMS from RDC | SKU0008 | Lopinavir/Ritonavir 200/50mg [Aluvia], tablets, 120 Tabs | Aluvia | 70000 | 1304800.00 | 0.16 | 15198.0 | 26180.0 | 1341.33 | 1341.33 | 1341.33 | 0.112902 | 1.290548 | 0.219221 | 3.322258 | 0.219221 | 0.219221 | 14.081561 | 1142.278425 | 33.148511 | False | True | False | False | False | super-heavy |
| 10316 | 86815 | Nigeria | Air Charter | 2015-06-02 | Adult | SCMS from RDC | SKU0011 | Lamivudine/Zidovudine 150/300mg, tablets, 60 Tabs | Generic | 15000 | 97800.00 | 0.11 | 1547.0 | 3410.0 | 115.11 | 115.11 | 115.11 | 0.024192 | -0.083240 | 0.016431 | -0.173333 | 0.016431 | 0.016431 | 11.490690 | 312.729915 | 22.789648 | False | True | False | False | False | super-heavy |
| 10317 | 86816 | Nigeria | Air | 2015-06-30 | Adult | SCMS from RDC | SKU0026 | Efavirenz 600mg, tablets, 30 Tabs | Generic | 6724 | 20978.88 | 0.10 | NaN | NaN | 24.69 | 24.69 | 24.69 | 0.010844 | -0.289957 | 0.003525 | -0.395815 | 0.003525 | 0.003525 | 9.951319 | 144.840878 | 17.877045 | True | False | False | False | False | NaN |
| 10318 | 86817 | Zimbabwe | Truck | 2015-07-31 | Pediatric | SCMS from RDC | SKU0140 | Lamivudine/Nevirapine/Zidovudine 30/50/60mg, dispersible tablets, 60 Tabs | Generic | 205243 | 738874.80 | 0.06 | NaN | NaN | 869.66 | 869.66 | 869.66 | 0.331037 | 4.668641 | 0.124139 | 1.683283 | 0.124139 | 0.124139 | 13.512885 | 859.578269 | 30.620015 | False | False | False | True | False | NaN |
| 10319 | 86818 | Zimbabwe | Truck | 2015-07-31 | Pediatric | SCMS from RDC | SKU0140 | Lamivudine/Nevirapine/Zidovudine 30/50/60mg, dispersible tablets, 60 Tabs | Generic | 166571 | 599655.60 | 0.06 | NaN | NaN | 705.79 | 705.79 | 705.79 | 0.268662 | 3.702694 | 0.100749 | 1.280090 | 0.100749 | 0.100749 | 13.304112 | 774.374328 | 29.730083 | False | False | False | True | False | NaN |
| 10320 | 86819 | Côte d'Ivoire | Truck | 2015-07-31 | Adult | SCMS from RDC | SKU0011 | Lamivudine/Zidovudine 150/300mg, tablets, 60 Tabs | Generic | 21072 | 137389.44 | 0.11 | NaN | NaN | 161.71 | 161.71 | 161.71 | 0.033986 | 0.068426 | 0.023083 | -0.058678 | 0.023083 | 0.023083 | 11.830582 | 370.660815 | 23.989033 | False | False | False | True | False | NaN |
| 10321 | 86821 | Zambia | Truck | 2015-08-31 | Adult | SCMS from RDC | SKU0113 | Efavirenz/Lamivudine/Tenofovir Disoproxil Fumarate 600/300/300mg, tablets, 30 Tabs | Generic | 514526 | 5140114.74 | 0.33 | NaN | NaN | 5284.04 | 5284.04 | 5284.04 | 0.829882 | 12.393898 | 0.863596 | 14.429709 | 0.863596 | 0.863596 | 15.452586 | 2267.182114 | 39.923629 | False | False | False | True | False | NaN |
| 10322 | 86822 | Zimbabwe | Truck | 2015-09-09 | Adult | SCMS from RDC | SKU0011 | Lamivudine/Zidovudine 150/300mg, tablets, 60 Tabs | Generic | 17465 | 113871.80 | 0.11 | 1392.0 | NaN | 134.03 | 134.03 | 134.03 | 0.028168 | -0.021669 | 0.019132 | -0.126788 | 0.019132 | 0.019132 | 11.642837 | 337.448959 | 23.321088 | False | False | False | True | False | super-heavy |
| 10323 | 86823 | Zimbabwe | Truck | 2015-08-31 | Pediatric | SCMS from RDC | SKU0124 | Lamivudine/Zidovudine 30/60mg, dispersible tablets, 60 Tabs | Generic | 36639 | 72911.61 | 0.03 | NaN | NaN | 85.82 | 85.82 | 85.82 | 0.059094 | 0.457258 | 0.012250 | -0.245412 | 0.012250 | 0.012250 | 11.197017 | 270.021499 | 21.788268 | False | False | False | True | False | NaN |